Automating Python Machine Learning with ChatGPT

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John Bura,Mammoth Interactive

1:26:11

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1. Generate machine learning models with ChatGPT

1.1 Source (7).zip

1. 00 Project preview - Python Machine Learning with ChatGPT.mp4

02:03

2. 01 What kinds of machine learning can I do on this data.mp4

02:15

3. 02 Build a linear regression model for credit card dataset.mp4

08:35

4. 02b Visualize linear regression training with gif.mp4

10:43

5. 03 Logistic regression with confusion matrix and scatter plot.mp4

14:26

2. Build tree machine learning models with ChatGPT

1.1 Source (8).zip

1. 01 Build decision tree model for credit card dataset.mp4

08:03

2. 02 Build a random forest model with bar plot.mp4

04:16

3. Build advanced models with ChatGPT and Python

1.1 Source (9).zip

1. 01 Build SVM scatter plot with ChatGPT.mp4

21:28

2. 02 Build gradient boosting with a bar chart.mp4

14:22

3. Bonus Lecture.html

Description

Automating Elementary Python Machine Learning Tasks with ChatGPT

What You'll Learn?

Master the fundamentals of generating machine learning models using ChatGPT
Acquire the skills to build tree-based machine learning models with ChatGPT
Explore advanced techniques for building sophisticated machine learning models with ChatGPT and Python
Develop a comprehensive understanding of leveraging ChatGPT's capabilities in conjunction with Python to automate elementary machine learning tasks

Who is this for?

Absolute Beginners

What You Need to Know?

Beginner experience with ChatGPT

Access to a ChatGPT account on web or app

Internet connection

No Installation required

More details

Description
The course "Automating Python Machine Learning with ChatGPT" is meticulously crafted to empower learners with the indispensable skills and techniques essential for automating elementary machine learning tasks using Python and ChatGPT. Through a blend of practical demonstrations and hands-on exercises, participants will hone their abilities to effortlessly generate, build, and deploy machine learning models with precision and efficiency.

Commencing with an insightful exploration of generating machine learning models with ChatGPT, participants will unravel the potential of natural language processing (NLP) in automating the initial stages of model generation. This foundational knowledge will enable them to seamlessly navigate through the intricacies of model development.

Subsequently, learners will embark on a journey to master the art of building tree-based machine learning models with ChatGPT. By harnessing the prowess of decision trees, random forests, and gradient boosting machines, participants will be equipped with the proficiency to construct robust and interpretable machine learning models tailored to diverse tasks.

Moreover, learners will elevate their expertise by delving into the realm of advanced machine learning model construction with ChatGPT and Python. Through immersive practical examples and real-world applications, participants will delve into cutting-edge techniques and algorithms, empowering them to develop sophisticated models adept at tackling complex challenges head-on.

Upon completion of the course, participants will emerge with a comprehensive skill set to efficiently automate elementary Python machine learning tasks. Armed with this knowledge, they will be poised to accelerate the model development process and extract actionable insights from their data with ease. Embark on this enlightening educational journey today and unlock the boundless potential of automated machine learning with Python and ChatGPT!
Who this course is for:
Absolute Beginners

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John Bura is has been a successful Udemy instructor since 2011. John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design and project management. To this day John has 40 commercial games that he has contributed to. Several of the games he has produced have risen to the top 10 in the Apple's app store. In his spare time John likes to play ultimate Frisbee, cycle and work out.

Mammoth Interactive

Instructor's Courses

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.Over 11 years, Mammoth Interactive has built a global student community with 1.1 million courses sold. Mammoth Interactive has released over 250 courses and 2,500 hours of video content.Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you."I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W."Very good at explaining the basics then building to more complex features." – Student Kevin L.Try a course today.

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.